Search Results - Physics inspired optimization algorithms

Physics-Inspired Optimization Algorithms : A Survey by Biswas, Anupam, Mishra, K. K., Tiwari, Shailesh, Misra, A. K.

“… In this paper, a survey on physics-based algorithm is done to show how these inspirations led to the solution of well-known optimization problem…”
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Electromagnetic field optimization: A physics-inspired metaheuristic optimization algorithm by Abedinpourshotorban, Hosein, Mariyam Shamsuddin, Siti, Beheshti, Zahra, Jawawi, Dayang N.A.

“…This paper presents a physics-inspired metaheuristic optimization algorithm, known as Electromagnetic Field Optimization (EFO…”
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Kirchhoff’s law algorithm (KLA): a novel physics-inspired non-parametric metaheuristic algorithm for optimization problems by Ghasemi, Mojtaba, Khodadadi, Nima, Trojovský, Pavel, Li, Li, Mansor, Zulkefli, Abualigah, Laith, Alharbi, Amal H., El-Kenawy, El-Sayed M.

“…This research introduces Kirchhoff’s Law Algorithm (KLA), a novel optimization method inspired by electrical circuit laws, particularly Kirchhoff’s Current Law (KCL…”
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Light Spectrum Optimizer: A Novel Physics-Inspired Metaheuristic Optimization Algorithm by Abdel-Basset, Mohamed, Mohamed, Reda, Sallam, Karam M., Chakrabortty, Ripon K.

“…This paper introduces a novel physical-inspired metaheuristic algorithm called “Light Spectrum Optimizer (LSO…”
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Corrections to "Advances in Henry Gas Solubility Optimization: A Physics-Inspired Metaheuristic Algorithm With Its Variants and Applications" by El-Shorbagy, Mohammed A., Bouaouda, Anas, Nabwey, Hossam A., Abualigah, Laith, Hashim, Fatma A.

“…: A Physics-Inspired Metaheuristic Algorithm With Its Variants and Applications…”
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Model Predictive Control Design for Electric Vehicle Based on Improved Physics-Inspired Optimization Algorithms by Alkreem, M. S., Abbas, N. H.

“…) is also proposed to fix the EV system issues. Moreover, two optimization algorithms are applied to optimize the performance of the MPC…”
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Advances in Henry Gas Solubility Optimization: A Physics-Inspired Metaheuristic Algorithm With Its Variants and Applications by El-Shorbagy, Mohammed A., Bouaouda, Anas, Nabwey, Hossam A., Abualigah, Laith, Hashim, Fatma A.

“…The Henry Gas Solubility Optimization (HGSO) is a physics-based metaheuristic inspired by Henry's law, which describes the solubility of the gas in a liquid under specific pressure conditions…”
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Archimedes Optimizer: Theory, Analysis, Improvements, and Applications by Dhal, Krishna Gopal, Ray, Swarnajit, Rai, Rebika, Das, Arunita

“… In the domain wherein the classical approaches fall short, the predicament resolving nature-inspired optimization algorithms (NIOA…”
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Resistance–capacitance optimizer: a physics-inspired population-based algorithm for numerical and industrial engineering computation problems by Ravichandran, Sowmya, Manoharan, Premkumar, Jangir, Pradeep, Selvarajan, Shitharth

“…)—a new, physics-inspired metaheuristic optimization algorithm. The RCOA, intriguingly inspired by the time response of a resistance…”
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An astrophysics-inspired Grey wolf algorithm for numerical optimization and its application to engineering design problems by Kumar, Vijay, Kumar, Dinesh

“…•Three novel strategies are proposed which utilize the concepts of astrophysics and prey weight…”
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XOR Binary Gravitational Search Algorithm with Repository: Industry 4.0 Applications by Ahmadieh Khanesar, Mojtaba, Bansal, Ridhi, Martínez-Arellano, Giovanna, Branson, David T.

“… 4.0 setup, a modified version of a binary gravitational search algorithm is introduced which benefits from an exclusive or (XOR…”
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Atom search optimization and its application to solve a hydrogeologic parameter estimation problem by Zhao, Weiguo, Wang, Liying, Zhang, Zhenxing

“… In this study, a novel physics-inspired metaheuristic optimization algorithm, atom search optimization (ASO…”
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Performance of quantum annealing inspired algorithms for combinatorial optimization problems by Zeng, Qing-Guo, Cui, Xiao-Peng, Liu, Bowen, Wang, Yao, Mosharev, Pavel, Yung, Man-Hong

“…Two classes of quantum-annealing-inspired-algorithms (QAIA), namely different variants of simulated coherent Ising machine and simulated bifurcation, have been proposed for efficiently solving combinatorial optimization problems recently…”
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Optimization and Comparative Analysis of Industrial Polymerization Reactors Using Physics-Inspired Metaheuristics by Rohman, Fakhrony Sholahudin, Alwi, Sharifah Rafidah Wan, Er, Hong An, Muhammad, Dinie, Zahan, Khairul Azly, Murat, Muhamad Nazri, Azmi, Ashraf

“… Here, the physics-inspired metaheuristic optimization algorithms, namely, Multi-Objective Atomic Orbital Search (MOAOS…”
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A Physics-Inspired Algorithm for Bilevel optimization by Mejia-de-Dios, JesUs-Adolfo, Mezura-Montes, Efren

“…This paper presents the application of a physics-inspired algorithm based on the center of mass concept, called Bilevel Centers Algorithm (BCA…”
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A Meta-heuristic Algorithm for Global Numerical Optimization Problems inspired by Vortex in fluid physics

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Physics-inspired deep learning to characterize the signal manifold of quasi-circular, spinning, non-precessing binary black hole mergers by Khan, Asad, Huerta, E.A., Das, Arnav

“… a modified version of WaveNet trained with a novel optimization scheme that incorporates general relativistic constraints of the spin properties of astrophysical black holes…”
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Direct comparison of stochastic driven nonlinear dynamical systems for combinatorial optimization by Hou, Junpeng, Barzegar, Amin, Katzgraber, Helmut G

“… Here, we examine and benchmark several physics-inspired optimization algorithms, including coherent Ising machines, gain-dissipative algorithms, simulated bifurcation machines, and Hopfield neural…”
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An improved salp optimization algorithm inspired by quantum computing by Tian, Fanghao, Wei, Hongkui, Li, Xu, Lv, Meibo, Wang, Pei

“…Salp Swarm Algorithm (SSA) is a novel optimization algorithm which is widely used in engineering problems…”
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Chaos based optics inspired optimization algorithms as global solution search approach by Bingol, Harun, Alatas, Bilal

“… Recently, a physics-based metaheuristic search and optimization method entitled Optics Inspired Optimization (OIO) has been proposed…”
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